Sentence examples for subset of features from inspiring English sources

We validate our metric by analyzing the accuracy of classification when using a subset of features selected by our metric.

Different feature selection algorithms were tested to select the optimal subset of features.

Searching for the optimal subset of features is known as a challenging problem in feature selection process.

This chapter discusses techniques for the selection of a subset of features from a larger pool of available features.

Feature selection is designed to select a subset of features for avoiding the issue of 'curse of dimensionality'.

The random forest (RF) feature importance score was used to select a subset of features that achieved optimal accuracies.

The proposed methodology aims to explore use of Biogeography-based optimization to select a subset of features.

The same object can yield systematically different evaluations by focusing attention on a subset of features or by describing the features differently.

This subset of features was selected after carrying out a redundancy analysis, and considering how these features perform when discriminating amongst similar human torsos.

Feature selection concerns the task of finding the subset of features that are most relevant to some specific problem in the context of machine learning.

Since vendors will usually not implement all JDM features, conformance to the standard is a la carte, allowing a vendor to choose among a subset of features.